{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# ignore this\n",
    "%load_ext music21.ipython21"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "sphinx_links": {
     "any": true
    }
   },
   "source": [
    "# User's Guide, Chapter 1: Installing and Getting Started with `music21`\n",
    "\n",
    "If you're going to use `music21`, you'll need to have a copy of it and Python on your computer.  The instructions are slightly different for each type of computer, so follow the link below and then come back to the system.  For many people, installation is the most difficult step for a bit.\n",
    "\n",
    "Mac users:\n",
    ":ref:`installMac`\n",
    "\n",
    "Windows user (also installs Python):\n",
    ":ref:`installWindows`\n",
    "\n",
    "Unix/Linux users or Mac users with unusual needs:\n",
    ":ref:`installLinux`\n",
    "\n",
    "When a new version of `music21` is released, you can upgrade by using the same method that you originally used to install it.\n",
    "\n",
    "If you want to see if it's worth installing, keep :ref:`reading the guide <usersGuide_02_notes>` without installing, but if you have installed already, you'll get more out of the guide since you'll be able to follow along.\n",
    "\n",
    "## Starting `music21`\n",
    "\n",
    "We'll just see if music21 worked for you.  Open up the Terminal (Mac) or IDLE (Windows).  On the Mac type \"python\"\n",
    "(without the quotes) and hit enter.\n",
    "\n",
    "To load music21 type this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from music21 import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You'll probably get a few warnings that you're missing some optional modules.  That's okay.\n",
    "If you get a warning that \"no module named music21\" then something probably went wrong above.\n",
    "Try going step-by-step through the instructions above one more time, making sure not to skip\n",
    "anything.  99% of installation errors come from skipping a step above.  If you still have a\n",
    "problem, Google for \"installation problem music21\" or \"installation problem mac python module\"\n",
    "and see if anything looks familiar.  If all else fails, contact the music21list Google Group \n",
    "which might be able to help.\n",
    "\n",
    "If you didn't have a problem, which is nearly always the case, then `music21` has worked for you.\n",
    "Test that you can get a score from the corpus by typing this command:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "s = corpus.parse('bach/bwv65.2.xml')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now `s` represents an entire score of a chorale by J.S. Bach.  Type \"`s.analyze('key')`\" to see \n",
    "what music21's best guess as to its key is:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<music21.key.Key of a minor>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "s.analyze('key')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "sphinx_links": {
     "any": true
    }
   },
   "source": [
    "Now let's see if you can see scores with `music21`.  If this doesn't work, you can skip ahead to :ref:`Chapter 8: Installing a MusicXML reader <usersGuide_08_installingMusicXML>` or just work through the tutorial until you get there without seeing scores.  Type \"`s.show()`.  Assuming your installation and configuration went as expected, \n",
    "your MusicXML reader should launch and display the chorale, looking something\n",
    "like what we see here:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 714,
       "width": 748
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "On your computer you might see something like this."
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    ".. image:: images/macScreenShow.*\n",
    "    :width: 650"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Again, if you don't have `MusicXML` working for you yet, don't panic, we'll give more explicit instructions\n",
    "in a few chapters.  For now, let's proceed to :ref:`Chapter 2: Notes <usersGuide_02_notes>`."
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
